Mathematical methods and algorithms for signal processing

"Mathematical Methods and Algorithms for Signal Processing tackles the challenge many students and practitioners face in the field of signal processing - how to deal with the breadth of mathematical topics employed in the subject. This text provides a solid foundation of theoretical and practical tools that will serve a broad range of signal processing applications.

Linear algebra, statistical signal processing, iterative algorithms, and optimization are thoroughly treated, with signal processing examples throughout. Students, practising engineers, and researchers will find Mathematical Methods and Algorithms for Signal Processing useful as a textbook and as a reference."--BOOK JACKET.